MAIA - Malware Analysis and Intelligence Assistant

MAIA - Malware Analysis and Intelligence Assistant

연구 분야: Safety

학회: 2025 IEEE International Conference on Emerging Technologies and Applications (MPSec ICETA)

As cyber threats become more complex, the need for innovative tools in cybersecurity is paramount. MAIA (Malware Analysis and Intelligence Assistant), addresses this demand by automating malware reverse engineering to enhance threat analysis capabilities. It integrates advanced unpacking techniques, decompilation using Ghidra, and artificial intelligence analysis allowing for an indepth understanding of its structure, behaviors, and concealed functions. By enabling detailed static analysis and AI-driven insights, it assists cybersecurity teams in rapidly identifying and countering malicious tactics. Through comprehensive report generation and an interactive user interface, it equips cybersecurity professionals with actionable data to strengthen digital defenses. MAIA exemplifies the integration of AI with traditional malware analysis, aiming to bolster proactive threat mitigation and incident response efforts.